Popular GitHub Repositories for Abstraction

The Abstraction and Reasoning Corpus

Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)

Build agents that scale with a zero-cost abstraction.

Build agents that scale with a zero-cost abstraction.

Abstraction Library for Parallel Kernel Acceleration :llama:

Code release for "Learning Shape Abstractions by Assembling Volumetric Primitives " (CVPR 2017)

Natural Language Application Development (NLAD) - A methodology for building applications by leveraging LLMs to create higher levels of abstraction in software development.

Agentic abstraction layer for building high precision vertical AI agents written in python. Middleware for Model Context Protocol.

A Pythonic integration for LLMs.

intents engine

Pytorch Implementation of https://github.com/shubhtuls/volumetricPrimitives

An abstraction library for building domain-specific intelligent agents based on Large Language Models (LLMs). LLMAgent provides a core architecture and behavior definitions that simplify the development of specialized agents by leveraging the AgentForge framework for dynamic workflow orchestration.

A vector graphics abstraction library for Flutter.

DPLL(T)-based Verification tool for DNNs

Deploy Machine Learning Solutions with Ease

Cipher AI Vault is an Azle-based proof of concept designed with a strong emphasis on abstraction, seamlessly integrating in-memory VectorDB, in-memory LLM, secure asset storage, stable memory data storage, cycles-distro top-up, and ic-auth for authentication.

An Abstraction Using a similar API to Pinecone but implemented with pgvector python

API for creating platform-independent chat bots

Prompts for solving ARC (Abstraction and Reasoning Corpus) with GPT4 or similar

A python abstraction for Image To Image translation training based on PyTorch. Contains Pix2Pix, Pix2PixHD.